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Play It Again, SimMR!
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Inferred edges come from two machine sources: sweeps of open repository metadata (mostly SSRN and Zenodo), and a bulk OpenAlex citation snapshot. Every row below is labelled with the one it came from. Neither is a complete citation index — absence here is not evidence of absence.
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What this work says
Outgoing claims: the papers this work cites, builds on, or argues with.
inferredcites →https://doi.org/10.1002/cpe.710openalex-snapshot
GridSim: a toolkit for the modeling and simulation of distributed resource management and scheduling for Grid computing
inferredcites →https://doi.org/10.1007/978-3-642-16505-4_7openalex-snapshot
Dynamic Proportional Share Scheduling in Hadoop
inferredcites →https://doi.org/10.1007/978-3-642-16955-7_1openalex-snapshot
FLEX: A Slot Allocation Scheduling Optimizer for MapReduce Workloads
inferredcites →https://doi.org/10.1016/0016-0032(59)90368-0openalex-snapshot
Information theory and statistics
inferredcites →https://doi.org/10.1109/fskd.2010.5569086openalex-snapshot
MRSim: A discrete event based MapReduce simulator
inferredcites →https://doi.org/10.1109/mascot.2009.5366973openalex-snapshot
A simulation approach to evaluating design decisions in MapReduce setups
inferredcites →https://doi.org/10.1145/1772690.1772751openalex-snapshot
What is Twitter, a social network or a news media?
inferredcites →https://doi.org/10.1145/1807167.1807278openalex-snapshot
Data warehousing and analytics infrastructure at facebook
inferredcites →https://doi.org/10.1214/aoms/1177729694openalex-snapshot
On Information and Sufficiency
inferredcites →https://doi.org/10.5555/2023718.2023720openalex-snapshot
FLEX: a slot allocation scheduling optimizer for MapReduce workloads
What points at this work
Incoming claims: where this work appears in other papers’ reference lists and arguments.
inferred← citeshttps://doi.org/10.1002/cpe.5634openalex-snapshot
A two steps method of resources utilization predication for large Hadoop data center
inferred← citeshttps://doi.org/10.1007/978-3-319-27140-8_24openalex-snapshot
MR-COF: A Genetic MapReduce Configuration Optimization Framework
inferred← citeshttps://doi.org/10.1007/978-3-319-69832-8_3openalex-snapshot
Cluster Performance Simulation for Spark Deployment Planning, Evaluation and Optimization
inferred← citeshttps://doi.org/10.1007/978-3-662-43908-1_42openalex-snapshot
Introduction and Analysis of Simulators of MapReduce
inferred← citeshttps://doi.org/10.1007/978-981-13-2922-7_32openalex-snapshot
RUPredHadoop: Resources Utilization Predictor for Hadoop with Large-Scale Clusters
inferred← citeshttps://doi.org/10.1007/978-981-16-1007-3_6openalex-snapshot
Standardization of Big Data and Its Policies
inferred← citeshttps://doi.org/10.1007/s11227-016-1737-4openalex-snapshot
HScheduler: an optimal approach to minimize the makespan of multiple MapReduce jobs
inferred← citeshttps://doi.org/10.1007/s11277-016-3786-7openalex-snapshot
Forming SPN-MapReduce Model for Estimation Job Execution Time in Cloud Computing
inferred← citeshttps://doi.org/10.1016/j.future.2019.04.004openalex-snapshot
IoTSim-Stream: Modelling stream graph application in cloud simulation
inferred← citeshttps://doi.org/10.1016/j.ins.2015.07.040openalex-snapshot
Heuristics for periodical batch job scheduling in a MapReduce computing framework
inferred← citeshttps://doi.org/10.1016/j.jnca.2020.102944openalex-snapshot
SPO: A Secure and Performance-aware Optimization for MapReduce Scheduling
inferred← citeshttps://doi.org/10.1016/j.peva.2014.07.020openalex-snapshot
Profiling and evaluating hardware choices for MapReduce environments: An application-aware approach
inferred← citeshttps://doi.org/10.1016/j.simpat.2020.102136openalex-snapshot
From the edge to the cloud: A continuous delivery and preparation model for processing big IoT data
inferred← citeshttps://doi.org/10.1016/j.sysarc.2016.06.008openalex-snapshot
IOTSim: A simulator for analysing IoT applications
inferred← citeshttps://doi.org/10.1109/bigdata.2013.6691589openalex-snapshot
On the use of shared storage in shared-nothing environments
inferred← citeshttps://doi.org/10.1109/bigdata.2014.7004439openalex-snapshot
A contention aware hybrid evaluator for schedulers of big data applications in computer clusters
inferred← citeshttps://doi.org/10.1109/ccgrid.2015.61openalex-snapshot
YARNsim: Simulating Hadoop YARN
inferred← citeshttps://doi.org/10.1109/ccta.2018.8511410openalex-snapshot
Dynamic Models for the Formal Verification of Big Data Applications Via Stochastic Model Checking
inferred← citeshttps://doi.org/10.1109/cgc.2012.96openalex-snapshot
The Impact of Capacity Scheduler Configuration Settings on MapReduce Jobs
inferred← citeshttps://doi.org/10.1109/chinagrid.2012.25openalex-snapshot
WaxElephant: A Realistic Hadoop Simulator for Parameters Tuning and Scalability Analysis
inferred← citeshttps://doi.org/10.1109/cloud.2014.40openalex-snapshot
Enabling Non-repudiable Data Possession Verification in Cloud Storage Systems
inferred← citeshttps://doi.org/10.1109/cloud.2014.41openalex-snapshot
Optimizing Power and Performance Trade-offs of MapReduce Job Processing with Heterogeneous Multi-core Processors
inferred← citeshttps://doi.org/10.1109/cloud.2017.27openalex-snapshot
Augmenting Amdahl's Second Law: A Theoretical Model to Build Cost-Effective Balanced HPC Infrastructure for Data-Driven Science
inferred← citeshttps://doi.org/10.1109/cloudcom.2014.119openalex-snapshot
Simulating Hive Cluster for Deployment Planning, Evaluation and Optimization
inferred← citeshttps://doi.org/10.1109/cluster.2016.51openalex-snapshot
Results of a Model for Hadoop YARN MapReduce Tasks
inferred← citeshttps://doi.org/10.1109/distra.2018.8601018openalex-snapshot
BigDataNetSim: A Simulator for Data and Process Placement in Large Big Data Platforms
inferred← citeshttps://doi.org/10.1109/eait.2014.55openalex-snapshot
An Improved Job Scheduling Algorithm by Utilizing Released Resources for MapReduce
inferred← citeshttps://doi.org/10.1109/hpcc.and.euc.2013.118openalex-snapshot
A Hadoop MapReduce Performance Prediction Method
inferred← citeshttps://doi.org/10.1109/hpcs48598.2019.9188142openalex-snapshot
A Comparative Analysis and Evaluation of MapReduce Cloud Computing Simulators
inferred← citeshttps://doi.org/10.1109/icac.2016.58openalex-snapshot
ChEsS: Cost-Effective Scheduling Across Multiple Heterogeneous Mapreduce Clusters
inferred← citeshttps://doi.org/10.1109/iccac.2015.15openalex-snapshot
Automating Platform Selection for MapReduce Processing in the Cloud
inferred← citeshttps://doi.org/10.1109/icpads.2013.50openalex-snapshot
Towards Improving MapReduce Task Scheduling Using Online Simulation Based Predictions
inferred← citeshttps://doi.org/10.1109/icpads.2016.0131openalex-snapshot
Analysis, Modeling, and Simulation of Hadoop YARN MapReduce
inferred← citeshttps://doi.org/10.1109/icpp.2014.48openalex-snapshot
Simulating Big Data Clusters for System Planning, Evaluation, and Optimization
inferred← citeshttps://doi.org/10.1109/ipdpsw.2016.10openalex-snapshot
Predicting Job Completion Time in Heterogeneous MapReduce Environments
inferred← citeshttps://doi.org/10.1109/ipdpsw.2018.00018openalex-snapshot
Large Scale Data Centers Simulation Based on Baseline Test Model
inferred← citeshttps://doi.org/10.1109/mascots.2012.12openalex-snapshot
Two Sides of a Coin: Optimizing the Schedule of MapReduce Jobs to Minimize Their Makespan and Improve Cluster Performance
inferred← citeshttps://doi.org/10.1109/mascots.2015.24openalex-snapshot
Reducing Job Slowdown Variability for Data-Intensive Workloads
inferred← citeshttps://doi.org/10.1109/mcc.2017.18openalex-snapshot
Modelling and Simulation Challenges in Internet of Things
inferred← citeshttps://doi.org/10.1109/noms.2012.6212006openalex-snapshot
Deadline-based workload management for MapReduce environments: Pieces of the performance puzzle
inferred← citeshttps://doi.org/10.1109/noms.2014.6838231openalex-snapshot
Optimizing cost and performance trade-offs for MapReduce job processing in the cloud
inferred← citeshttps://doi.org/10.1109/noms.2014.6838339openalex-snapshot
Heterogeneous cores for MapReduce processing: Opportunity or challenge?
inferred← citeshttps://doi.org/10.1109/padsw.2014.7097828openalex-snapshot
MRTune: A simulator for performance tuning of MapReduce jobs with skewed data
inferred← citeshttps://doi.org/10.1109/tcc.2015.2415772openalex-snapshot
DyScale: A MapReduce Job Scheduler for Heterogeneous Multicore Processors
inferred← citeshttps://doi.org/10.1109/tdsc.2013.14openalex-snapshot
Orchestrating an Ensemble of MapReduce Jobs for Minimizing Their Makespan
inferred← citeshttps://doi.org/10.1109/tsc.2013.40openalex-snapshot
Workload Analysis, Implications, and Optimization on a Production Hadoop Cluster: A Case Study on Taobao
inferred← citeshttps://doi.org/10.1109/tsc.2015.2426186openalex-snapshot
Dynamic Job Ordering and Slot Configurations for MapReduce Workloads
inferred← citeshttps://doi.org/10.1109/ucc.2014.16openalex-snapshot
An Adaptive Distributed Simulator for Cloud and MapReduce Algorithms and Architectures
inferred← citeshttps://doi.org/10.1145/2592784.2592785openalex-snapshot
Exploiting cloud heterogeneity for optimized cost/performance MapReduce processing
inferred← citeshttps://doi.org/10.1145/2737182.2737197openalex-snapshot
Exploring Performance Models of Hadoop Applications on Cloud Architecture
inferred← citeshttps://doi.org/10.1145/2788402.2788409openalex-snapshot
Exploiting Cloud Heterogeneity to Optimize Performance and Cost of MapReduce Processing
inferred← citeshttps://doi.org/10.1145/2814576.2814730openalex-snapshot
Configuring Distributed Computations Using Response Surfaces
inferred← citeshttps://doi.org/10.1186/s13639-017-0077-7openalex-snapshot
A Pareto-based scheduler for exploring cost-performance trade-offs for MapReduce workloads
inferred← citeshttps://doi.org/10.1186/s40537-015-0032-1openalex-snapshot
A survey of open source tools for machine learning with big data in the Hadoop ecosystem
inferred← citeshttps://doi.org/10.1186/s40537-016-0059-yopenalex-snapshot
Big data privacy: a technological perspective and review
inferred← citeshttps://doi.org/10.13140/rg.2.2.13401.88164openalex-snapshot
A Survey of Big Data Machine Learning Applications Optimization in Cloud Data Centers and Networks
inferred← citeshttps://doi.org/10.1504/ijaip.2016.075724openalex-snapshot
Improving map reduce task scheduling and micro-partitioning mechanism for mobile cloud multimedia services
inferred← citeshttps://doi.org/10.21220/s2z59wopenalex-snapshot
Workload Interleaving With Performance Guarantees In Data Centers
inferred← citeshttps://doi.org/10.31390/gradschool_dissertations.4651openalex-snapshot
A Study of Scalability and Cost-effectiveness of Large-scale Scientific Applications over Heterogeneous Computing Environment
inferred← citeshttps://doi.org/10.34626/b41b-6a86openalex-snapshot
Simulation of the Performance of MapReduce Jobs
inferred← citeshttps://doi.org/10.48550/arxiv.1604.04471openalex-snapshot
On Dynamic Job Ordering and Slot Configurations for Minimizing the Makespan Of Multiple MapReduce Jobs
inferred← citeshttps://doi.org/10.5120/ijca2015907161openalex-snapshot
A Survey on Big Data Management and Job Scheduling
inferred← citeshttps://doi.org/10.5555/3330299.3330317openalex-snapshot
BigDataNetSim: a simulator for data and process placement in large big data platforms
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